VBIRRS
Vision Based Inteligent Recipe Recommendation system
Install / Use
/learn @kunalavghade/VBIRRSREADME
Vision Based Intelligent Recipe recommendation System
Web based recipe recommendation system to provide food recipes by taking image of vegetables. The deep learning model trained in order to detect the vegetable's present in image.
Web Development
The web section consists of various dynamic pages. the Django based backend and simple front end with HTML, CSS, JS.
following are list the web sections:
- Signup
- Login
- Home
- Index
- Contact
- About
Deep Learning
Deep Learning Algorithm Yolov7 is Trained and Tested on custom vegetable dataset. the performance is evaluated by confusion matrix.
Optimizations
The re-writing of Achor box on image is remove to achieve faster response time and reduce unnecessary computing.
Tech Stack
Client: HTML, CSS, JS, Ajax
Server: Django, PyTorch, Tensorflow
Run Locally
Clone the project
git clone https://github.com/kunalavghade/VBIRRS
Go to the project directory
cd VBIRRS
Start the server
python manage.py runserver
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